OpenCV is the huge open-source library for the computer vision, machine learning, and image processing and now it plays a major role in real-time operation which is very important in today’s systems.
Note: For more information, refer to Introduction to OpenCV
Depth Map : A depth map is a picture where every pixel has depth information(rather than RGB) and it normally represented as a greyscale picture. Depth information means the distance of surface of scene objects from a viewpoint. An example of pixel value depth map can be found here : Pixel Value Depth Map using Histograms
Stereo Images : Two images with slight offset. For example, take a picture of an object from the center. Move your camera to your right by 6cms while keeping the object at the center of the image. Look for the same thing in both pictures and infer depth from the difference in position. This is called stereo matching. To have best results, avoid distortions.
- Collect or take stereo images.
- Import OpenCV and matplotlib libraries.
- Read both left and right images.
- Calculate disparity using stereo.compute.
- Python | Grayscaling of Images using OpenCV
- Concatenate images using OpenCV in Python
- Python | Denoising of colored images using opencv
- Measure similarity between images using Python-OpenCV
- Erosion and Dilation of images using OpenCV in python
- Addition and Blending of images using OpenCV in Python
- Python - Process images of a video using OpenCV
- Drawing with Mouse on Images using Python-OpenCV
- Python | Create video using multiple images using OpenCV
- Arithmetic Operations on Images using OpenCV | Set-2 (Bitwise Operations on Binary Images)
- Draw geometric shapes on images using OpenCV
- Arithmetic Operations on Images using OpenCV | Set-1 (Addition and Subtraction)
- Python | Find depth of a dictionary
- Working with Images in Python
- Reading images in Python
- OpenCV - Facial Landmarks and Face Detection using dlib and OpenCV
- Apply changes to all the images in given folder - Using Python PIL
- Python | Working with PNG Images using Matplotlib
- Python | Uploading images in Django
- Extract images from video in Python
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